From development to deployment: dataset shift, causality, and shift-stable models in health AI-Reference-Cited by-同舟云学术

From development to deployment: dataset shift, causality, and shift-stable models in health AI

Published:2019-11-19 Issue: Volume: Page:
ISSN:1465-4644
Container-title:Biostatistics
language:en
Short-container-title:

Author:

Subbaswamy Adarsh¹,Saria Suchi²

Affiliation:

1. Department of Computer Science, Johns Hopkins University, 160 Malone Hall, 3400 N. Charles Street, Baltimore, MD, USA

2. Department of Computer Science; Department of Applied Math & Statistics, and Department of Health Policy & Management, Johns Hopkins University, 160 Malone Hall, 3400 N. Charles Street, Baltimore, MD, USA

Publisher

Oxford University Press (OUP)

Subject

Statistics, Probability and Uncertainty,General Medicine,Statistics and Probability

Link

http://academic.oup.com/biostatistics/advance-article-pdf/doi/10.1093/biostatistics/kxz041/30988857/kxz041.pdf

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2. Intelligible Models for HealthCare

3. Doubly robust estimation of causal effects;Funk,;American Journal of Epidemiology,2011

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